Search results for "Minimal absent words"

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Some Investigations on Similarity Measures Based on Absent Words

2019

In this paper we investigate similarity measures based on minimal absent words, introduced by Chairungsee and Crochemore in [1]. They make use of a length-weighted index on a sample set corresponding to the symmetric difference M(x)ΔM(y) of the minimal absent words M(x) and M(y) of two sequences x and y, respectively. We first propose a variant of this measure by choosing as a sample set a proper subset (x, y) of M(x)ΔM(y), which appears to be more appropriate for distinguishing x and y. From the algebraic point of view, we prove that (x, y) is the base of the ideal generated by M(x)ΔM(y). We then remark that such measures are able to recognize whether the sequences x and y share a common s…

sequence comparisonAlgebra and Number TheorySettore INF/01 - Informaticabusiness.industryComputer sciencePattern recognitionsimilarity measuresMinimal absent wordsTheoretical Computer ScienceComputational Theory and MathematicsSimilarity (network science)Artificial intelligencebusinessInformation SystemsFundamenta Informaticae
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Minimal Absent Words in Rooted and Unrooted Trees

2019

We extend the theory of minimal absent words to (rooted and unrooted) trees, having edges labeled by letters from an alphabet \(\varSigma \) of cardinality \(\sigma \). We show that the set \(\text {MAW}(T)\) of minimal absent words of a rooted (resp. unrooted) tree T with n nodes has cardinality \(O(n\sigma )\) (resp. \(O(n^{2}\sigma )\)), and we show that these bounds are realized. Then, we exhibit algorithms to compute all minimal absent words in a rooted (resp. unrooted) tree in output-sensitive time \(O(n+|\text {MAW}(T)|)\) (resp. \(O(n^{2}+|\text {MAW}(T)|)\) assuming an integer alphabet of size polynomial in n.

Polynomial (hyperelastic model)050101 languages & linguistics05 social sciencesComputer Science::Computation and Language (Computational Linguistics and Natural Language and Speech Processing)02 engineering and technologyCombinatoricsTree (descriptive set theory)CardinalityInteger0202 electrical engineering electronic engineering information engineering020201 artificial intelligence & image processing0501 psychology and cognitive sciencesAlphabetMinimal Absent Words Rooted trees Unrooted Trees AlgorithmsNonlinear Sciences::Pattern Formation and SolitonsComputer Science::Formal Languages and Automata TheoryMathematics
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